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8e019748
编写于
4月 18, 2019
作者:
J
Jason
提交者:
Cheerego
4月 18, 2019
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doc/fluid/api_guides/X2Paddle/Caffe-Fluid.rst
doc/fluid/api_guides/X2Paddle/Caffe-Fluid.rst
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doc/fluid/api_guides/X2Paddle/TensorFlow-Fluid.rst
doc/fluid/api_guides/X2Paddle/TensorFlow-Fluid.rst
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doc/fluid/api_guides/index_cn.rst
doc/fluid/api_guides/index_cn.rst
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doc/fluid/api_guides/X2Paddle/Caffe-Fluid.rst
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.. _Caffe-Fluid:
########################
Caffe-Fluid常用层对应表
########################
本文档梳理了Caffe常用Layer与PaddlePaddle API对应关系和差异分析。根据文档对应关系,有Caffe使用经验的用户,可根据对应关系,快速熟悉PaddlePaddle的接口使用。
.. csv-table::
:header: "序号", "Caffe Layer", "Fluid接口", "备注"
:widths: 1, 8, 8, 3
"1", "`AbsVal <http://caffe.berkeleyvision.org/tutorial/layers/absval.html>`_", ":ref:`cn_api_fluid_layers_abs`", "功能一致"
"2", "`Accuracy <http://caffe.berkeleyvision.org/tutorial/layers/accuracy.html>`_", ":ref:`cn_api_fluid_layers_accuracy`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Accuracy.md>`_"
"3", "`ArgMax <http://caffe.berkeleyvision.org/tutorial/layers/argmax.html>`_", ":ref:`cn_api_fluid_layers_argmax`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/ArgMax.md>`_"
"4", "`BatchNorm <http://caffe.berkeleyvision.org/tutorial/layers/batchnorm.html>`_", ":ref:`cn_api_fluid_layers_batch_norm`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/BatchNorm.md>`_"
"5", "`BNLL <http://caffe.berkeleyvision.org/tutorial/layers/bnll.html>`_", ":ref:`cn_api_fluid_layers_softplus`", "功能一致"
"6", "`Concat <http://caffe.berkeleyvision.org/tutorial/layers/concat.html>`_", ":ref:`cn_api_fluid_layers_concat`", "功能一致"
"7", "`Convolution <http://caffe.berkeleyvision.org/tutorial/layers/convolution.html>`_", ":ref:`cn_api_fluid_layers_conv2d`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Convolution.md>`_"
"8", "`Crop <http://caffe.berkeleyvision.org/tutorial/layers/crop.html>`_", ":ref:`cn_api_fluid_layers_crop`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Crop.md>`_"
"9", "`Deconvolution <http://caffe.berkeleyvision.org/tutorial/layers/deconvolution.html>`_", ":ref:`cn_api_fluid_layers_conv2d_transpose`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Deconvolution.md>`_"
"10", "`Dropout <http://caffe.berkeleyvision.org/tutorial/layers/dropout.html>`_", ":ref:`cn_api_fluid_layers_dropout`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Dropout.md>`_"
"11", "`Eltwise <http://caffe.berkeleyvision.org/tutorial/layers/eltwise.html>`_", "无相应接口", "`Fluid实现 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Eltwise.md>`_"
"12", "`ELU <http://caffe.berkeleyvision.org/tutorial/layers/elu.html>`_", ":ref:`cn_api_fluid_layers_elu`", "功能一致"
"13", "`EuclideanLoss <http://caffe.berkeleyvision.org/tutorial/layers/euclideanloss.html>`_", ":ref:`cn_api_fluid_layers_square_error_cost`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/EuclideanLoss.md>`_"
"14", "`Exp <http://caffe.berkeleyvision.org/tutorial/layers/exp.html>`_", ":ref:`cn_api_fluid_layers_exp`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Exp.md>`_"
"15", "`Flatten <http://caffe.berkeleyvision.org/tutorial/layers/flatten.html>`_", ":ref:`cn_api_fluid_layers_reshape`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Flatten.md>`_"
"16", "`InnerProduct <http://caffe.berkeleyvision.org/tutorial/layers/innerproduct.html>`_", ":ref:`cn_api_fluid_layers_fc`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/InnerProduct.md>`_"
"17", "`Input <http://caffe.berkeleyvision.org/tutorial/layers/input.html>`_", ":ref:`cn_api_fluid_layers_data`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Input.md>`_"
"18", "`Log <http://caffe.berkeleyvision.org/tutorial/layers/log.html>`_", ":ref:`cn_api_fluid_layers_log`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Log.md>`_"
"19", "`LRN <http://caffe.berkeleyvision.org/tutorial/layers/lrn.html>`_", ":ref:`cn_api_fluid_layers_lrn`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/LRN.md>`_"
"20", "`Pooling <http://caffe.berkeleyvision.org/tutorial/layers/pooling.html>`_", ":ref:`cn_api_fluid_layers_pool2d`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Pooling.md>`_"
"21", "`Power <http://caffe.berkeleyvision.org/tutorial/layers/power.html>`_", ":ref:`cn_api_fluid_layers_pow`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Power.md>`_"
"22", "`PReLU <http://caffe.berkeleyvision.org/tutorial/layers/prelu.html>`_", ":ref:`cn_api_fluid_layers_prelu`", "功能一致"
"23", "`Reduction <http://caffe.berkeleyvision.org/tutorial/layers/reduction.html>`_", "无相应接口", "`Fluid实现 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Reduction.md>`_"
"24", "`ReLU <http://caffe.berkeleyvision.org/tutorial/layers/relu.html>`_", ":ref:`cn_api_fluid_layers_leaky_relu`", "功能一致"
"25", "`Reshape <http://caffe.berkeleyvision.org/tutorial/layers/reshape.html>`_", ":ref:`cn_api_fluid_layers_reshape`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Reshape.md>`_"
"26", "`SigmoidCrossEntropyLoss <http://caffe.berkeleyvision.org/tutorial/layers/sigmoidcrossentropyloss.html>`_", ":ref:`cn_api_fluid_layers_sigmoid_cross_entropy_with_logits`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/SigmoidCrossEntropyLoss.md>`_"
"27", "`Sigmoid <http://caffe.berkeleyvision.org/tutorial/layers/sigmoid.html>`_", ":ref:`cn_api_fluid_layers_sigmoid`", "功能一致"
"28", "`Slice <http://caffe.berkeleyvision.org/tutorial/layers/slice.html>`_", ":ref:`cn_api_fluid_layers_slice`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Slice.md>`_"
"29", "`SoftmaxWithLoss <http://caffe.berkeleyvision.org/tutorial/layers/softmaxwithloss.html>`_", ":ref:`cn_api_fluid_layers_softmax_with_cross_entropy`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/SofmaxWithLoss.md>`_"
"30", "`Softmax <http://caffe.berkeleyvision.org/tutorial/layers/softmax.html>`_", ":ref:`cn_api_fluid_layers_softmax`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Sofmax.md>`_"
"31", "`TanH <http://caffe.berkeleyvision.org/tutorial/layers/tanh.html>`_", ":ref:`cn_api_fluid_layers_tanh`", "功能一致"
"32", "`Tile <http://caffe.berkeleyvision.org/tutorial/layers/tile.html>`_", ":ref:`cn_api_fluid_layers_expand`", "`差异对比 <https://github.com/PaddlePaddle/X2Paddle/blob/master/caffe2fluid/doc/Tile.md>`_"
doc/fluid/api_guides/X2Paddle/TensorFlow-Fluid.rst
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doc/fluid/api_guides/index_cn.rst
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@@ -21,3 +21,5 @@ API分类检索
low_level/compiled_program.rst
low_level/parameter.rst
low_level/distributed/index.rst
X2Paddle/TensorFlow-Fluid.rst
X2Paddle/Caffe-Fluid.rst
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